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DOC Rework plot_ard.py example#22747

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glemaitre merged 30 commits intoscikit-learn:mainfrom

ArturoAmorQ:plot_ard_fix

Apr 21, 2022

Commits on Mar 8, 2022

First draft
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Commits on Mar 10, 2022

Merge branch 'main' of https://github.com/scikit-learn/scikit-learn into plot_ard_fix
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Rework plot_ard example to include comparison with Bayesian Ridge
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Improve format
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Commits on Mar 14, 2022

Simplify code
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Commits on Mar 15, 2022

Change descriptive text to subsection style
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Commits on Mar 16, 2022

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Change term weights in favor of coefficients
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Change notation data-target to X-y
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Move interpretation after plot to improve notebook-style
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Improve gaussian intuition of noise
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Correct ref
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DOC Correct ARD section

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Commits on Apr 6, 2022

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Split example into sections and add explanations
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Fix labels in log likelihood plot
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Improve descriptions
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Redirect BayesianRidge example to ARD example
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Delete BayesianRidge example
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Commits on Apr 7, 2022

Solve conflict
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Remove images referencing to removed bayesian ridge example
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Add extrapolation to polynomial plot
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Commits on Apr 11, 2022

Use Symmetric logarithmic to capture negative values
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Improve explanation
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Add author
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Commits on Apr 19, 2022

Update examples/linear_model/plot_ard.py
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